Contextuallstm
Contextual LSTM for NLP tasks like word prediction and word embedding creation for Deep Learning
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Pytorch Sentiment Analysis | 4,133 | 3 months ago | 3 | mit | Jupyter Notebook | |||||
| Tutorials on getting started with PyTorch and TorchText for sentiment analysis. | ||||||||||
| Multi Class Text Classification Cnn Rnn | 554 | 6 years ago | 29 | apache-2.0 | Python | |||||
| Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow. | ||||||||||
| Personality Detection | 273 | 4 years ago | 21 | mit | Python | |||||
| Implementation of a hierarchical CNN based model to detect Big Five personality traits | ||||||||||
| Named Entity Recognition With Bidirectional Lstm Cnns | 241 | 4 years ago | 10 | gpl-3.0 | Python | |||||
| Named-Entity-Recognition-with-Bidirectional-LSTM-CNNs | ||||||||||
| Hands On Deep Learning Algorithms With Python | 241 | 4 years ago | 1 | Jupyter Notebook | ||||||
| Master Deep Learning Algorithms with Extensive Math by Implementing them using TensorFlow | ||||||||||
| Chameleon_recsys | 202 | 3 years ago | 4 | mit | Python | |||||
| Source code of CHAMELEON - A Deep Learning Meta-Architecture for News Recommender Systems | ||||||||||
| Relation Classification Using Bidirectional Lstm Tree | 183 | 5 years ago | 8 | mit | Jupyter Notebook | |||||
| TensorFlow Implementation of the paper "End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures" and "Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Paths" for classifying relations | ||||||||||
| Datastories Semeval2017 Task4 | 171 | 6 years ago | 8 | mit | Python | |||||
| Deep-learning model presented in "DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment Analysis". | ||||||||||
| Mimick | 149 | 4 years ago | gpl-3.0 | Python | ||||||
| Code for Mimicking Word Embeddings using Subword RNNs (EMNLP 2017) | ||||||||||
| Pytorch Rnn Text Classification | 145 | 8 months ago | 1 | Python | ||||||
| Word Embedding + LSTM + FC | ||||||||||
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Python
Natural Language Processing
Lstm
Embeddings
Wikipedia
Word Embeddings
Topic Modeling
Lstm Neural Networks